Intent-based Satisfaction Modeling
From Music to Video Streaming

Gabriel, Rishabh, Daan, Maarten

1 (hopefuly)

2 But what is Videoland?

3 Behaviorals, Intents and Satisfaction

4 Data Collection

5 Different Needs: Explorative VS Decisive Intents

6 Spotify VS Videoland

–>

7 Everything is Awsome 🎹 (or is it?)

8 a linear regression

9 the results

10 Violin Plots (because Spotify did this, not because I love them)

10.1 Satisfaction and Intents

10.2 Violins of Satisfaction and Behavioral Variables

11 per intent logistic Bayes regression

12 What we learned

13 Behavioral Variable Distributions

13.1 for the quite satisfied (y >= 4)

13.2 for the less satisfied (y<4)